TRANSACTIONAL DATA for the Digital Economy

Accurate consumer insights for emerging markets based on E-RECEIPT DATA.

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Measurable.ai?

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RARE AND TIMELY  COVERAGE

RARE AND TIMELY COVERAGE Largest alternative data provider for emerging markets including South-east Asia, Middle East, Latin America, India and more.

What

do we cover?

Food Delivery

Food Delivery

GrabFood

Gojek

Foodpanda

UberEats

Deliveroo

Swiggy

Zomato

Talabat

Careem Now

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RIDE-HAILING

RIDE-HAILING

Grab

Gojek

Bolt

Lyft

Uber

Beat

99 / Didi

Ola

Free Now

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E-COMMERCE

E-COMMERCE

Shopee

Lazada

Tokopedia

Flipkart

Mercado Libra

Magazine Luiza

Bukalapak

HKTVMall

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Who

are our target users?

Financial Institutions

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Corporates

fourLinesMerchants

Researchers

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Media

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Data Report

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#MarketShare

Food delivery market share change in Asia

Measurable AI continues to monitor the market share change across different markets in the heated food delivery industry. Check the latest landscape in Asia Pacific across Hong Kong, Taiwan, Singapore and Malaysia in 2021 (based on monthly total sales in USD).

#FoodDelivery

DoorDash: Beat consensus with weekly fresh data

Measurable AI's aggregated order volume is highly correlated with Doordash(NYSE:DASH)'s reported total orders by quarterly throughout the past few years (2019 -2021).

#India

Zomato: Keep up with the new stars

With the full granularity of e-receipts data, Measurable AI helps clients monitor a variety of metrics from revenues to specific GMV or customer-level behaviour. Our quarterly aggregated order volume for Zomato(NSE: ZOMATO) continues to show a high correlation with Zomato’s reported GOV(Gross Order Value). *Zomato's financial year 2021 starts July 2020 and ends April 2021

Data Insights

#FOOD DELIVERY#RIDE SHARING#E-COMMERCE
 
#E-Commerce

Aug 05, 2026

Mainland China Overtakes Japan: Hong Kong Travel Data
We tracked ~200,000 booking receipts by Hong Kong users across six major travel platforms 2019–2026, to tell us where Hong Kong travelers went. In the final quarter of 2023, two lines crossed in Measurable AI‘s e-receipt panel: for the first time, Hong Kong travelers booked more mainland hotel trips than Japanese ones. And then, they never uncrossed. Three years on it isn’t close — of every 100 trips out of the city, the mainland now takes 45. Japan keeps 19. This means nearly one in two trips by Hong Kong users in 2026Q2 end up in mainland hotels.  Japan remains Hong Kongers’ second destination, and its share has been flat since the crossover — with one exception. In the summer of 2025, an “earthquake prophecy” went viral: a Japanese manga, The Future I Saw, predicted a catastrophic earthquake would strike Japan that July. Our receipts show it landed. Japan’s share fell from 28% to 19% in a single quarter (the prophecy window ran April to July 5), while the mainland jumped from 34% to 41%. The prophecy failed to produce an earthquake. It did produce a travel statistic. Measurable AI: Estimates of Hong Kong users’ outbound travel destination shares are based on hotel booking receipts captured by Measurable AI’s very own consumer email panel in Hong Kong, consolidated into trips, data points range from January 2023 to June 2026. As shown in our chart above, Mainland China overtook Japan as Hong Kongers’ top destination in late 2023 — and never looked back. These data points come from Measurable AI’s unique consumer e-receipt panel — actual booking confirmations received by Hong Kong–based users, covering OTA platforms including Agoda, Trip.com, Booking.com, Expedia, Klook, Airbnb, 2019 through 2026. Receipts are consolidated into trips (multiple bookings for one journey count once). Schedule a demo with us for exploring more travel industry route level granular datasets in Hong Kong, and other 20 markets we cover.  Our data also captures several checkpoints that accelerates the northbound trips in Hong Kong, including the Costco Shenzhen open (where now 14% of Costco Shenzhen members are from Hong Kong according to Bloomberg), and the Hong Kong cars go north policy. Since then there has been no single new catalyst — the habit sustains itself. Where exactly is ‘north’? Mostly one province Where exactly in “north” are Hong Kong users going? Shenzhen, the sleepover next door is #1 every single year — ~46% of mainland trips, median stay one night. The rest of the table is basically Guangdong: Zhuhai #2, and #3 Guangzhou. Although the majority choose the closest province, the beyond-Guangdong share is quietly rising (19% → 23%) over the last 3 years — users who started at the border towns and are traveling deeper. Measurable AI: Rankings of mainland China destination cities are based on hotel trips captured by Measurable AI’s very own consumer email panel in Hong Kong, data points range from January 2023 to July 2026. Staycation in Hong Kong is dying Every boom across the border has a casualty at home. In Hong Kong, it’s the staycation — the harbour-view weekend that, for two sealed-border years, was the only trip in town. Staycations predate the pandemic: 19% of trips in 2019, one in five. Then the border closed and they became the entire market — 89% at the 2021 peak. Nine trips in ten. For two and a half years the staycation wasn’t just a trend; it was all of Hong Kong travel (quarantine-length stays excluded). Today it’s 13% — one trip in eight, below where it started. And the luxury end died fastest: HK$2,500-plus-a-night bookings are down 83%, budget stays 46%. What’s left is the cheap resort weekend, not the harbour-view splurge. Measurable AI: Estimates of the Hong Kong staycation share of hotel trips are based on hotel booking receipts captured by Measurable AI’s very own consumer email panel in Hong Kong, data points range from January 2019 to June 2026. What does a night actually cost? Based on 2026 data from Measurable AI’s proprietary transactional e-receipt data, A Hong Kong staycation night costs around HK$811, while a mainland night costs around HK$653. Staying home costs 24% more per night than crossing the border. Look at other hot destinations, Macao (HK$1,171) now runs 44% above a staycation; a Japan night is HK$1,187; Italy tops the table at HK$1,324. The gap is new. In the first half of 2023 a mainland night cost more than a Hong Kong one (≈HK$1,090 vs ≈HK$890). Three years of normalization cut the mainland price paid per night by ~40% — the weekend hop got cheaper as it got routine. Measurable AI: Estimates of average hotel prices per night are based on HKD-billed hotel booking receipts captured by Measurable AI’s very own consumer email panel in Hong Kong, data points range from January 2026 to July 2026. What the receipts say next  According to Measurable AI‘s e-receipt data, mainland China now takes 45 of every 100 trips Hong Kong travelers make out of the city — up from 4 in early 2023, overtaking Japan for good in late 2023 and turning Guangdong into Hong Kong’s de facto holiday region, with Shenzhen the #1 destination every single year. The staycation era that once claimed nine trips in ten has ended below its pre-pandemic baseline, and the economics explain why it won’t reverse soon: a hotel night at home costs 24% more than one across the border. None of this came from surveys or checkpoint headcounts. It came from ~200,000+ real booking confirmations received by Hong Kong consumers across Agoda, Trip.com, Booking.com, Expedia, Klook  — one slice of Measurable AI’s transactional e-receipt dataset, which tracks what consumers actually pay across food delivery, ride-hailing, e-commerce, streaming and travel. Hong Kong’s travel wallet is one question; the same panel answers thousands more — market share, pricing, retention, platform head-to-heads — in near real time. FAQQ: What is Hong Kong travelers’ top destination in 2026?A: Mainland China. According to Measurable AI’s e-receipt data, 45 of every 100 outbound trips by Hong Kong users end in a mainland hotel in 2026, versus 19 for Japan — a crossover that happened in late 2023.Q: Are staycations still popular in Hong Kong?A: No. Staycations peaked at 89% of Hong Kong users’ hotel trips in 2021 during closed borders, but have fallen to 13% in 2026 — below the 19% pre-pandemic level.Q: Is it cheaper to stay in a Hong Kong hotel or travel to mainland China?A: Crossing the border is cheaper. A Hong Kong staycation night averages HK$811 in 2026, versus HK$653 for a mainland hotel night — staying home costs 24% more, per Measurable AI e-receipt data. Schedule a demo to explore what the receipts say about the markets you care about. Interested in exploring the underlying datasets — for investment research, competitive intelligence, or AI training?Get in touch. About Measurable AI Charlie Shengis a serial entrepreneur, and a dedicated communicator for technology. She enjoys writing stories with Measurable AI’s very own e-receipts data. You can reach her [email protected]. *The content is for informational purposes only, you should not construe any such information or other material as investment advice.Prior written consent is NEEDEDfor any form of republication, modification, repost or distribution of the contents. Check out our annual reports:2024 AltAsia Online Delivery Report,2019-2022 Food Delivery Annual Report for Asia,Asia & Americas Ride-hailing Report 2019-2023.

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#AI

Mar 25, 2026

Build, Don’t Buy: AI Is Reshaping App Store Spending
Measurable AI’s e-receipt data shows in-app purchase volume declining as AI adoption explodes. At Measurable AI, we track consumer spending through transactional e-receipt data — the actual purchase confirmations that land in people’s inboxes after they buy something on the App Store, subscribe to a service, or make an in-app purchase. It’s one of the most granular, real-time windows into how consumers spend their money on digital products. According to Measurable AI’s transactional e-receipts data, consumers are making fewer In-App Purchases in the past few years. Looking at Apple App Store in-app purchase (IAP) order volume among US consumers in our panel, the trend from 2021 through mid-2024 was remarkably stable, give or take seasonal fluctuations. Then it started to slide. By mid-2025, monthly in-app purchase order volume had declined by roughly 25% compared to the 2021–2023 baseline. By early 2026, the decline had deepened to around 40%. Measurable AI: Apple App Store in-app purchase decline is based on orders captured by Measurable AI’s consumer email panel in the United States; data points range from January 2021 to February 2026. AI platform user figures (ChatGPT, Google Gemini, Claude, vibe-coding tools) are sourced from public company disclosures and press reports. The decline coincides almost perfectly with the explosive growth of AI tools. ChatGPT launched in November 2022, and has since rocketed past 900 million. Google Gemini went from zero to 750 million monthly active users. Claude, Cursor, Lovable, and a wave of other LLMs and AI-powered tools have all reached mainstream adoption in the same window. But Wait — Isn’t App Revenue at Record Highs? Apple’s publicly reported data shows overall US App Store consumer spending actually grew 18% year-over-year in 2025, hitting $55.5 billion. But app downloads in the US fell 4.2% in 2025 — the fifth consecutive year of decline. And the revenue growth is increasingly concentrated in subscriptions, particularly AI-powered ones. Generative AI app revenue alone tripled to over $5 billion in 2025, according to Sensor Tower. Strip out the AI category, and traditional app spending looks much flatter. Our e-receipt data captures this nuance in a way that top-line revenue figures don’t. We’re seeing fewer individual purchase events — consumers are buying less frequently — even as the average order value creeps up. The average order value for Apple IAP is the US has increased from ~$10.59 to ~$16.86 between 2021–2023 and early 2026 — a 59% jump — even as order volume dropped 40% over the same period. Fewer $4.99 impulse buys on utility apps. More $20/month recurring subscriptions for ChatGPT, Claude, and Cursor. The app economy is restructuring. The Vibe-Coding Effect: Why Buy When You Can… Build? When Andrej Karpathy coined the term “vibe coding” in early 2025, he was describing something that was already happening: people building functional software by describing what they wanted in natural language, letting AI handle the actual code. No programming skills required. Just vibes. The numbers behind this movement are staggering. Lovable launched in November 2024 and hit 8 million users within a year. Cursor reached $1 billion ARR in 2025 — the fastest any SaaS product has hit that milestone. And Claude Code went from research preview to a $2.5 billion annualized run-rate in under a year. Tools like Lovable and Base44 are explicitly designed for non-technical users — marketers building landing pages, small business owners creating inventory trackers, students spinning up study tools. These are the same people who used to solve those problems by searching the App Store for a $4.99 app. Why pay for a generic habit tracker when you can describe exactly how you want one to work and have it built in minutes? Why buy a $9.99 recipe organizer when Claude Code can build one that matches your specific dietary restrictions and evolve the features along the way? The value proposition of pre-built apps was always convenience — saving you from having to build it yourself. But when building it yourself becomes easier than finding the right app in a sea of App Store listings… Consumers are quietly spending differently: The transaction is moving upstream — from buying finished products to buying the tools that let you create your own. A monthly AI subscription replaces dozens of potential individual app purchases. The most downloaded app of the future might be the one that lets you never download another app again. Keep track of this shift with data, at Measurable AI. A Note on Our Data One thing we’ve learned building Measurable AI is that transactional e-receipt data captures behavioral shifts that traditional market research misses. E-receipts tell you what individuals actually did, transaction by transaction, in real time. This kind of granular consumer intelligence is increasingly valuable now for both companies and investors tracking product performance and competitive dynamics — Want to know how ChatGPT Plus subscriptions are trending against Claude Pro? Our data can show you. Thanks to LLMs the real world data gets more valuable now. As AI becomes more capable of reasoning about markets, consumer behavior, and economic trends, the quality of data they can access becomes a differentiator. Real-world transactional data — anonymized, aggregated, and structured — is the kind of grounding that turns traditional business insights into one that can make genuinely useful predictions about where consumer spending is headed. Interested in exploring the underlying datasets — for investment research, competitive intelligence, or AI training? Get in touch. About Measurable AI Charlie Shengis a serial entrepreneur, and a dedicated communicator for technology. She enjoys writing stories with Measurable AI’s very own e-receipts data. You can reach her [email protected]. *The content is for informational purposes only, you should not construe any such information or other material as investment advice.Prior written consent is NEEDEDfor any form of republication, modification, repost or distribution of the contents. Check out our annual reports:2024 AltAsia Online Delivery Report,2019-2022 Food Delivery Annual Report for Asia,Asia & Americas Ride-hailing Report 2019-2023.

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#Fast Food

Sep 22, 2025

Beyond the Basket: Top Restaurants and Grocers Driving Talabat’s April 2025 Orders
It’s been a while since I last analysed Measurable AI’s UAE food delivery datasets and authored a piece on who is winning the UAE food delivery wars way back in 2022 (sheesh, how time flies!). In light of Talabat’s IPO last December (the biggest in the UAE for 2024) and further growth in Measurable AI’s Middle Eastern panels, I figured it’s about time I revisit the leading food delivery aggregator in the Middle East again. Taking a deep dive into Measurable AI’s e-receipt food delivery dataset for UAE where Talabat is headquartered, I analysed our Talabat dataset for April 2025 (because we don’t publish the most recent data insights – contact us for the latest findings). My findings are as follows. What Are The Most Popular Restaurants in the UAE Food Delivery Market? Looking at our April data for Talabat UAE, the top three restaurants ranked in pecking order by Total Sales are McDonald’s, KFC and then Pizza Hut. If we rank these restaurants by total number of orders for the month of April, Mcdonald still ranks first, followed closely by KFC and then Albaik. Amongst the top three restaurants by sales, customers spend the most at McDonald’s at 69.22 AED (18.85 USD), followed by Albaik 65.89 AED (17.94USD), then KFC at 59.25 AED (16.13 USD). KFC customers spend about $2.72 USD less on average compared to McDonald’s customers on the Talabat platform. Diving further, I was curious to understand the percentage of sales derived from different categories such as fast food outlets, restaurants and supermarkets/pharmacies on Talabat for April 2025. Based on Measurable AI’s dataset, the bulk of revenues comes from restaurant orders at ~71.5%, with roughly ~23.8% of sales coming from the fast food chains and ~4.7% from supermarkets and pharmacies. Which Items Are Most Frequently Ordered from the Top Restaurants? Unsure of the taste buds amongst the UAE population, I was curious to understand what the top five selling items (by quantity ordered) were amongst the big international fast food chains Pizza Hut, McDonald’s and KFC. For Pizza Hut, the customisable My Box Pro meal set was the most popular item, while for McDonald’s it was the Happy Meal and for KFC the Twister Meal. The top five items ordered on Talabat delivery for April are visualised as follows: What About the Sauces? In a similar vein, I wanted to understand the top selling sauces selected amongst the UAE population utilising Talabat’s services when they order fast food. Again, my findings are visualised below: Doing a quick dive once again into Measurable AI’s Talabat dataset for UAE in April, our data reveals that McDonald’s offers the most diverse sauce selection, with Big Tasty Sauce (rich umami, smoky, savoury) being the clear winner. Albaik’s customers meanwhile preferred the Garlic Sauce followed by the Nugget Sauce (garlic mayo-based, slightly spicy). KFC Talabat patrons seem to show an equal liking between Tomia and Ranch sauces while Hardee’s preferred Ranch first then Mustard. How about Grocery Delivery? Curious to move beyond the food delivery spectrum from restaurants, I wanted to see how groceries fare when it comes to delivery on Talabat. From our April dataset, when ranked by sales, the top performing online grocery by far is Talabat Mart at ~59.2%, then Lulu Hypermarket (~21.6%) and then Viva Supermarket (~7.9%) and Carrefour (~7.1%) come in quite close together. When ranked by total number of orders, the results are rather similar. Talabat Mart leads by far, accounting for 65.5% for April orders, then Lulu Hypermarket at ~16.1% (with a lot of catchup to do), while Viva Supermarket (~6.8%) and Carrefour (~6.6%) again coming in close together. I also took a quick look at the most popular items from the top four supermarkets to see what were the most popular items ordered online. Results are as follows. What Are The Peak Delivery Days and Times For Talabat Food Delivery? For Talabat, in the month of April, most orders happen on weekdays as opposed to weekends with the peak happening on Wednesday, followed by Tuesday. Most food delivery orders happen around the 6-10pm mark (dinner time so makes sense). The absolute peak was at 8pm. There is also a noticeable lull in early morning hours between 3am-8am which is pretty much expected. Ordering activity picks up again during lunch hours with a steady increase towards the evening peak. Some other interesting observations: weekend ordering patterns tend to start later in the day weekday orders show stronger peaks during lunch hours both periods show strong evening peaks, but with slightly differing timing (looks like people like to binge more late night (post 10pm) on weekends which makes sense) What About Grocery Deliveries on Talabat? I was also curious to take a look at the supermarket sector and how they performed on the food delivery apps in UAE. So on closer inspection, here are the top ranked supermarkets: By both total sales figures and number of orders, Talabat Mart leads the race, followed by Lulu Hypermarket and then Carrefour. It seems like Dubai water is the most popular item delivered on both Talabat Mart and Carrefour. For Lulu hypermarket and Al Maya, it is onions. The most popular items ordered (by number of orders) from each store are as follows: If you are curious to find out about the latest market share between the key food delivery players in UAE (or MENA for the matter) or simply want to understand more about seasonal trends in the food delivery market, please feel free to reach out to Michelle at [email protected]. ABOUT US Michelle Tang is a Managing Director at Measurable AI who is responsible for new business and strategic partnerships at the firm. Curious as she is, she throughly enjoys analysing data to unearth interesting insights and trends that help drive more informed business decisions. For those interested in the food delivery sector for other regions, feel free to check out our latest annual report or request a full coverage list or sample datasets by writing to [email protected]. Measurable AI is the leading granular e-receipt provider for consumer intelligence in the emerging markets with a core focus in South East Asia, Middle East, India and Latin America. We cover the digital economy with the major sectors being ride hailing, food delivery, e-commerce and digital payments. *The Content is for informational purposes only, you should not construe any such information or other material as investment advice.Prior written consent is needed for any form of republication, modification, repost or distribution of the contents.

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Testimonials

Measurable AI is able to provide unique, granular data that has allowed us to do a broad range of analyses. Their support teams have also helped us to understand the data well, so we can understand and use it effectively.”

Sarabjit Singh
Co-founder of Cube Asia

Measurable AI's data has been very valuable for my research! The transaction data has allowed me to analyze the effects of extreme weather on food delivery spending. Detailed information on the time and location of orders and delivery fees has allowed me to explore many interesting questions about the topic that I would not have been able to answer without the granular transaction data by Measurable AI.”

Anna Papp
Researcher

Measurable AI's data represents the most comprehensive dataset currently available for analyzing the food delivery industry in Southeast Asian cities. The granular-level information on orders from various platforms provide a robust foundation for understanding market structure and assessing the impact of policies on the industry. My research has been significantly enhanced through access to this data.”

Prof. Mandy Hu
Director, Centre for Consumer Insights

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